xZ"d{d?Z#dd@Z$d{dAZ%d{dBZ&ddCZ'dzdDZ(d|dEZ)dzdFZ*d{dGZ+ddHZ,ddJZ-d{dKZ.ddMZ/d|dNZ0d{dOZ1d{dPZ2d|dQZ3d|dRZ4d{dSZ5d{dTZ6ddUZ7ddVZ8ddWZ9ddXZ:d{dYZ;d{dZZd|d]Z?d|d^Z@d{d_ZAd{d`ZBddaZCddbZDd{dcZEd{ddZFddeZGddfZHd|dgZId|dhZJdvddkZKeLddm ZMeLddn ZNeLddo ZOeLddp ZPeLddr ZQeLdds ZReLddt ZS xZTS )Arraya)
n-d array object for the array API namespace.
See the docstring of :py:obj:`np.ndarray ` for more
information.
This is a wrapper around numpy.ndarray that restricts the usage to only
those things that are required by the array API namespace. Note,
attributes on this object that start with a single underscore are not part
of the API specification and should only be used internally. This object
should not be constructed directly. Rather, use one of the creation
functions, such as asarray().
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This is a private method for initializing the array API Array
object.
Functions outside of the array_api submodule should not use this
method. Use one of the creation functions instead, such as
``asarray``.
z4The array_api namespace does not support the dtype '')
super__new__
isinstancenpgenericr dtyper TypeErrorr )clsxobj __class__s q/builddir/build/BUILD/cloudlinux-venv-1.0.12/venv/lib64/python3.11/site-packages/numpy/array_api/_array_object.py_newz
Array._new@ sx ggooc"" a $ $
1
A 7+ % %QqwQQQ
c t d )Nz{The array_api Array object should not be instantiated directly. Use an array creation function, such as asarray(), instead.)r% )r& argskwargss r* r z
Array.__new__X s
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Performs the operation __str__.
arrayr )r __str__replacer0 s r* r5 z
Array.__str__` s( {""$$,,Wg>>>r, c d| j j d}d| j v rd}t | j }n d}t j | j d|| }||z |z S )z2
Performs the operation __repr__.
z, dtype=)r zempty(zArray(z, ) separatorprefixsuffix)r$ nameshaper2 r" array2stringr )r0 r< r; mids r* __repr__zArray.__repr__f sf /DJO...
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Warning: this method is NOT part of the array API spec. Implementers
of other libraries need not include it, and users should not assume it
will be present in other implementations.
)r$ )r" r r )r0 r$ s r* __array__zArray.__array__u s z$+U3333r, otherbool | int | float | Arraydtype_categoryopc | j t | vrt d| d| t |t t
t t f r| | }nFt |t r*|j t | vrt d| d| nt S t | j |j }| d r-|| j k r"t d| d| j d|j |S )z
Helper function for operators to only allow specific input dtypes
Use like
other = self._check_allowed_dtypes(other, 'numeric', '__add__')
if other is NotImplemented:
return other
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with dtypes and )
r$ r r% r! intcomplexfloatbool_promote_scalarr NotImplementedr
startswith)r0 rF rH rI res_dtypes r* _check_allowed_dtypeszArray._check_allowed_dtypes s( : .~ > > > ON O O2 O OPP P ec7E4 8 9 9 "((//EE
u
%
% "{"3N"CCC S S Sr S STTT D " !
!U[99
== DJ&& UbUUtzUU UU r, c t |t r | j t vrt d nt |t
rm| j t v rt d | j t v rAt j | j }|j |cxk r |j
k sn t d nut |t r | j t vrt d nBt |t r | j t vrt d nt d t t j || j S )aR
Returns a promoted version of a Python scalar appropriate for use with
operations on self.
This may raise an OverflowError in cases where the scalar is an
integer that is too large to fit in a NumPy integer dtype, or
TypeError when the scalar type is incompatible with the dtype of self.
z9Python bool scalars can only be promoted with bool arraysz6Python int scalars cannot be promoted with bool arrayszLPython int scalars must be within the bounds of the dtype for integer arrayszEPython float scalars can only be promoted with floating-point arrays.zOPython complex scalars can only be promoted with complex floating-point arrays.z 'scalar' must be a Python scalar)r! rP r$ r r% rM r r" iinfominmax
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$
$ @z_,, L z_,,x
++ F6666dh6666'f
&
& @z!111 [ 2
(
( @z!999 e :
>?? ? zz"(64:66777r, Tuple[Array, Array]c | j dk r1|j dk r&t | j d } n;|j dk r0| j dk r%t |j d }| |fS )a
Normalize inputs to two arg functions to fix type promotion rules
NumPy deviates from the spec type promotion rules in cases where one
argument is 0-dimensional and the other is not. For example:
>>> import numpy as np
>>> a = np.array([1.0], dtype=np.float32)
>>> b = np.array(1.0, dtype=np.float64)
>>> np.add(a, b) # The spec says this should be float64
array([2.], dtype=float32)
To fix this, we add a dimension to the 0-dimension array before passing it
through. This works because a dimension would be added anyway from
broadcasting, so the resulting shape is the same, but this prevents NumPy
from not promoting the dtype.
r N)ndimr r+ r )x1x2s r* _normalize_two_argszArray._normalize_two_args si 2 7a< 0`` or ``k`` omitted (``None``), ``-n <= j <= n``.
- For ``k < 0``, ``-n - 1 <= j <= max(0, n - 1)``.
- Boolean array indices are not allowed as part of a larger tuple
index.
- Integer array indices are not allowed (with the exception of 0-D
arrays, which are treated the same as scalars).
Additionally, it should be noted that indices that would return a
scalar in NumPy will return a 0-D array. Array scalars are not allowed
in the specification, only 0-D arrays. This is done in the
``Array._new`` constructor, not this function.
NzSingle-axes index z
has type(i)=z, but only integers, slices (:), ellipsis (...), newaxis (None), zero-dimensional integer arrays and boolean arrays are specified in the Array API.r FTr z
self.ndim=z*, but the multi-axes index only specifies z dimensions. If this was intentional, add a trailing ellipsis (...) which expands into as many slices (:) as necessary - this is what np.ndarray arrays implicitly do, but such flat indexing behaviour is not specified in the Array API.z 0 (or None)z between -rL z
(or None)zSlice z contains start=z, but should be z for an axis of size z: (out-of-bounds starts are not specified in the Array API)z contains stop=z9 (out-of-bounds stops are not specified in the Array API)z! is a boolean array and len(key)=zR, but masking is only specified in the Array API when the array is the sole index.zj is a non-zero-dimensional integer array, but advanced integer indexing is not specified in the Array API.zI is a tuple, but nested tuple indices are not specified in the Array API.)r! tuplerP r sliceEllipsisr r" ndarray
IndexErrortypeappendr$ r lenr_ r> enumeratezipstartoperatorindexr% stopr )r0 key_keyinonexpanding_key single_axes
n_ellipsis key_has_mask
n_single_axes
indexed_shapeellipsis_startpos ellipsis_endsidef_rangern rq s r* _validate_indexzArray._validate_index s ^ !e,,8ss3& A!T""
1m,,
a''
==9 a'' a,, !6 6 6a 6 6 6
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1bj0I0I H}}), !--- 9
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66 2 2 GAt!U## 1
199 +GG I$ I ITAX I I IG7& (qw 7 7 "& 6 6 6 6$ 6 6 6 6",!1 !1 !1e !1 !1#*!1 !1AE!1 !1 !1# # !7 % 6% '~af 5 5 "& 5 5 5 5 5 5 5 5",!1 !1 !1d !1 !1#*!1 !1AE!1 !1 !1# # !6 % & Au%%
7o--#d))q..%c511111$FQ F F s88F F F
W//AFaKK$6Q 6 6 6
Au%%
B B B B
]2 2 s$ =K
KKL!!
L.-L.c | j t vrt d | j }| j | S )z1
Performs the operation __abs__.
z*Only numeric dtypes are allowed in __abs__)r$ r
r% r __abs__r) r+ r0 ress r* r z
Array.__abs__ I :_ , , HII Ik!!##~""3'''r, Union[int, float, Array]c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z1
Performs the operation __add__.
numeric__add__)rU rR rb r r r) r+ r0 rF r s r* r z
Array.__add__ q **5)YGG N " "L..tU;; ek!!%,//~""3'''r, Union[int, bool, Array]c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z1
Performs the operation __and__.
integer or boolean__and__)rU rR rb r r r) r+ r s r* r z
Array.__and__ r **52F RR N " "L..tU;; ek!!%,//~""3'''r, ) api_versionr
Optional[str]types.ModuleTypec b |'| d st d| t S )Nz2021.z Unrecognized array API version: )rS
ValueErrorr )r0 r s r* __array_namespace__zArray.__array_namespace__ s: ";+A+A'+J+J " O O OPP Pr, rP c v | j j dk rt d | j }|S )z2
Performs the operation __bool__.
r z0bool is only allowed on arrays with 0 dimensions)r r_ r% __bool__r s r* r zArray.__bool__ s;
; q NOO Ok""$$
r, rN c v | j j dk rt d | j }|S )z5
Performs the operation __complex__.
r z3complex is only allowed on arrays with 0 dimensions)r r_ r% __complex__r s r* r zArray.__complex__ s;
; q QRR Rk%%''
r, streamr Noner c 8 | j | S )z4
Performs the operation __dlpack__.
r )r
__dlpack__)r0 r s r* r zArray.__dlpack__ s {%%V%444r, Tuple[IntEnum, int]c 4 | j S )z;
Performs the operation __dlpack_device__.
)r __dlpack_device__r7 s r* r zArray.__dlpack_device__ s
{,,...r, Union[int, float, bool, Array]c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z0
Performs the operation __eq__.
all__eq__)rU rR rb r r r) r+ r s r* r z Array.__eq__ sq **5%BB N " "L..tU;; ek ..~""3'''r, rO c | j j dk rt d | j t v rt d | j }|S )z3
Performs the operation __float__.
r z1float is only allowed on arrays with 0 dimensionsz5float is not allowed on complex floating-point arrays)r r_ r% r$ r __float__r s r* r zArray.__float__ sX
; q OPP P :1 1 1 STT Tk##%%
r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z6
Performs the operation __floordiv__.
real numeric __floordiv__)rU rR rb r r r) r+ r s r* r zArray.__floordiv__ sq **5..QQ N " "L..tU;; ek&&u|44~""3'''r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z0
Performs the operation __ge__.
r __ge__)rU rR rb r r r) r+ r s r* r z Array.__ge__ q **5.(KK N " "L..tU;; ek ..~""3'''r, rr KUnion[int, slice, ellipsis, Tuple[Union[int, slice, ellipsis], ...], Array]c | | t |t r|j }| j | }| | S )z5
Performs the operation __getitem__.
)r r! r r __getitem__r+ )r0 rr r s r* r zArray.__getitem__ sV
S!!! c5 ! ! *Ck%%c**yy~~ r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z0
Performs the operation __gt__.
r __gt__)rU rR rb r r r) r+ r s r* r z Array.__gt__2 r r, rM c | j j dk rt d | j t v rt d | j }|S )z1
Performs the operation __int__.
r z/int is only allowed on arrays with 0 dimensionsz3int is not allowed on complex floating-point arrays)r r_ r% r$ r __int__r s r* r z
Array.__int__= sX
; q MNN N :1 1 1 QRR Rk!!##
r, c 8 | j }|S )z3
Performs the operation __index__.
)r __index__r s r* r zArray.__index__I s k##%%
r, c | j t vrt d | j }| j | S )z4
Performs the operation __invert__.
z8Only integer or boolean dtypes are allowed in __invert__)r$ r
r% r
__invert__r) r+ r s r* r zArray.__invert__P sJ : 7 7 7 VWW Wk$$&&~""3'''r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z0
Performs the operation __le__.
r __le__)rU rR rb r r r) r+ r s r* r z Array.__le__Y r r, Union[int, Array]c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z4
Performs the operation __lshift__.
integer
__lshift__)rU rR rb r r r) r+ r s r* r zArray.__lshift__d q **5)\JJ N " "L..tU;; ek$$U\22~""3'''r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z0
Performs the operation __lt__.
r __lt__)rU rR rb r r r) r+ r s r* r z Array.__lt__o r r, c | |dd }|t u r|S | j |j }| j | S )z4
Performs the operation __matmul__.
r
__matmul__)rU rR r r r) r+ r s r* r zArray.__matmul__z sX **5)\JJ N " "Lk$$U\22~""3'''r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z1
Performs the operation __mod__.
r __mod__)rU rR rb r r r) r+ r s r* r z
Array.__mod__ sq **5.)LL N " "L..tU;; ek!!%,//~""3'''r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z1
Performs the operation __mul__.
r __mul__)rU rR rb r r r) r+ r s r* r z
Array.__mul__ r r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z0
Performs the operation __ne__.
r __ne__)rU rR rb r r r) r+ r s r* r z Array.__ne__ sq **5%BB N " "L..tU;; ek ..~""3'''r, c | j t vrt d | j }| j | S )z1
Performs the operation __neg__.
z*Only numeric dtypes are allowed in __neg__)r$ r
r% r __neg__r) r+ r s r* r z
Array.__neg__ r r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z0
Performs the operation __or__.
r __or__)rU rR rb r r r) r+ r s r* r z Array.__or__ sr **52FQQ N " "L..tU;; ek ..~""3'''r, c | j t vrt d | j }| j | S )z1
Performs the operation __pos__.
z*Only numeric dtypes are allowed in __pos__)r$ r
r% r __pos__r) r+ r s r* r z
Array.__pos__ r r, c j ddl m} | |dd }|t u r|S || | S )z1
Performs the operation __pow__.
r powr __pow___elementwise_functionsr rU rR r0 rF r s r* r z
Array.__pow__ sQ 0/////**5)YGG N " "L s4 r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z4
Performs the operation __rshift__.
r
__rshift__)rU rR rb r r r) r+ r s r* r zArray.__rshift__ r r, valuec | | t |t r|j }| j |t | j dS )z5
Performs the operation __setitem__.
N)r r! r r __setitem__r )r0 rr r s r* r zArray.__setitem__ sX
S!!! c5 ! ! *C WU^^%:;;;;;r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z1
Performs the operation __sub__.
r __sub__)rU rR rb r r r) r+ r s r* r z
Array.__sub__ r r, Union[float, Array]c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z5
Performs the operation __truediv__.
floating-point __truediv__)rU rR rb r r r) r+ r s r* r zArray.__truediv__ sr **52BMRR N " "L..tU;; ek%%el33~""3'''r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z1
Performs the operation __xor__.
r __xor__)rU rR rb r r r) r+ r s r* r z
Array.__xor__ r r, c | |dd }|t u r|S | j |j | S )z2
Performs the operation __iadd__.
r __iadd__)rU rR r r r0 rF s r* r zArray.__iadd__ H **5)ZHH N " "L U\*** r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z2
Performs the operation __radd__.
r __radd__)rU rR rb r r r) r+ r s r* r zArray.__radd__ q **5)ZHH N " "L..tU;; ek""5<00~""3'''r, c | |dd }|t u r|S | j |j | S )z2
Performs the operation __iand__.
r __iand__)rU rR r r r s r* r zArray.__iand__' I **52F
SS N " "L U\*** r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z2
Performs the operation __rand__.
r __rand__)rU rR rb r r r) r+ r s r* r zArray.__rand__1 r **52F
SS N " "L..tU;; ek""5<00~""3'''r, c | |dd }|t u r|S | j |j | S )z7
Performs the operation __ifloordiv__.
r
__ifloordiv__)rU rR r r r s r* r zArray.__ifloordiv__< sH **5./RR N " "L !!%,/// r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z7
Performs the operation __rfloordiv__.
r
__rfloordiv__)rU rR rb r r r) r+ r s r* r zArray.__rfloordiv__F sq **5./RR N " "L..tU;; ek'' 55~""3'''r, c | |dd }|t u r|S | j |j | S )z5
Performs the operation __ilshift__.
r __ilshift__)rU rR r r r s r* r zArray.__ilshift__Q H **5)]KK N " "L --- r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z5
Performs the operation __rlshift__.
r __rlshift__)rU rR rb r r r) r+ r s r* r zArray.__rlshift__[ q **5)]KK N " "L..tU;; ek%%el33~""3'''r, c | |dd }|t u r|S | j |j }| j | S )z5
Performs the operation __imatmul__.
r __imatmul__)rU rR r r r) r+ r s r* r zArray.__imatmul__f X **5)]KK N " "Lk%%el33~""3'''r, c | |dd }|t u r|S | j |j }| j | S )z5
Performs the operation __rmatmul__.
r __rmatmul__)rU rR r r r) r+ r s r* r zArray.__rmatmul__r r r, c | |dd }|t u r|S | j |j | S )z2
Performs the operation __imod__.
r __imod__)rU rR r r r s r* r zArray.__imod__~ sH **5.*MM N " "L U\*** r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z2
Performs the operation __rmod__.
r __rmod__)rU rR rb r r r) r+ r s r* r zArray.__rmod__ sq **5.*MM N " "L..tU;; ek""5<00~""3'''r, c | |dd }|t u r|S | j |j | S )z2
Performs the operation __imul__.
r __imul__)rU rR r r r s r* r zArray.__imul__ r r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z2
Performs the operation __rmul__.
r __rmul__)rU rR rb r r r) r+ r s r* r zArray.__rmul__ r r, c | |dd }|t u r|S | j |j | S )z1
Performs the operation __ior__.
r __ior__)rU rR r r
r s r* r
z
Array.__ior__ sI **52F RR N " "L EL))) r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z1
Performs the operation __ror__.
r __ror__)rU rR rb r r r) r+ r s r* r z
Array.__ror__ r r, c | |dd }|t u r|S | j |j | S )z2
Performs the operation __ipow__.
r __ipow__)rU rR r r r s r* r zArray.__ipow__ r r, c j ddl m} | |dd }|t u r|S ||| S )z2
Performs the operation __rpow__.
r r r __rpow__r r s r* r zArray.__rpow__ sQ 0/////**5)ZHH N " "L s5$ r, c | |dd }|t u r|S | j |j | S )z5
Performs the operation __irshift__.
r __irshift__)rU rR r r r s r* r zArray.__irshift__ r r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z5
Performs the operation __rrshift__.
r __rrshift__)rU rR rb r r r) r+ r s r* r zArray.__rrshift__ r r, c | |dd }|t u r|S | j |j | S )z2
Performs the operation __isub__.
r __isub__)rU rR r r r s r* r zArray.__isub__ r r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z2
Performs the operation __rsub__.
r __rsub__)rU rR rb r r r) r+ r s r* r zArray.__rsub__ r r, c | |dd }|t u r|S | j |j | S )z6
Performs the operation __itruediv__.
r __itruediv__)rU rR r r r s r* r zArray.__itruediv__ sI **52BNSS N " "L ... r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z6
Performs the operation __rtruediv__.
r __rtruediv__)rU rR rb r r r) r+ r s r* r zArray.__rtruediv__ sr **52BNSS N " "L..tU;; ek&&u|44~""3'''r, c | |dd }|t u r|S | j |j | S )z2
Performs the operation __ixor__.
r __ixor__)rU rR r r r s r* r zArray.__ixor__ r r, c | |dd }|t u r|S | | | \ } }| j |j }| j | S )z2
Performs the operation __rxor__.
r __rxor__)rU rR rb r r r) r+ r s r* r zArray.__rxor__ r r, devicer c X |t d |dk r| S t d| )Nz3The stream argument to to_device() is not supportedcpuzUnsupported device )r )r0 r! r s r* to_devicezArray.to_device( s< RSS S U??K9v99:::r, r c | j j S )z
Array API compatible wrapper for :py:meth:`np.ndarray.dtype `.
See its docstring for more information.
)r r$ r7 s r* r$ z Array.dtype/ { r, c dS )Nr# r7 s r* r! z Array.device8 s ur, c $ ddl m} || S )Nr )matrix_transpose)linalgr* )r0 r* s r* mTzArray.mT= s% ,,,,,, %%%r, c | j j S )z
Array API compatible wrapper for :py:meth:`np.ndarray.ndim `.
See its docstring for more information.
)r r_ r7 s r* r_ z
Array.ndimB { r, Tuple[int, ...]c | j j S )z
Array API compatible wrapper for :py:meth:`np.ndarray.shape `.
See its docstring for more information.
)r r> r7 s r* r> z Array.shapeK r& r, c | j j S )z
Array API compatible wrapper for :py:meth:`np.ndarray.size `.
See its docstring for more information.
)r sizer7 s r* r2 z
Array.sizeT r. r, c ~ | j dk rt d | j | j j S )z
Array API compatible wrapper for :py:meth:`np.ndarray.T `.
See its docstring for more information.
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